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because they are inherently text based as is code?

But they are abstractions made to cater to human weaknesses.

So you want LLMs to write a bunch of black box code that humans won’t be able to read and reason about easily? That will definitely end well.

Isn't that what LLMs are?

Not if you can review the code.

I guess for many vibe coders the code created by Codex or Claude could as well be assembly in terms of their (the vibe coders) ability to review it.